1 Curriculum Vitae

\(®γσ\), \(ξηg\ Lιαη\ Ημ\)


Theme Song1

2 Setting

2.1 SCSS Setup

# install.packages("remotes")
library('BBmisc', 'rmsfuns')
#remotes::install_github("rstudio/sass")
lib('sass')
## sass 
## TRUE
## https://support.rstudio.com/hc/en-us/articles/200532197
## https://community.rstudio.com/t/r-does-not-display-korean-chinese/30889/3?u=englianhu
#Sys.setlocale("LC_CTYPE", "en_US.UTF-8")
#Sys.setlocale("LC_CTYPE", "zh_CN.UTF-8")
#Sys.setlocale(category = "LC_CTYPE", "Chinese (Simplified)_China.936")
#Sys.setlocale(locale = "Chinese")
#Sys.setlocale(locale = "Japanese")
#Sys.setlocale(locale = "English")

# rmarkdown::render('/home/englianhu/Documents/owner/ryo-cn.Rmd',  encoding = 'UTF-8')
#Sys.setlocale("LC_CTYPE", "UTF-8")
#Sys.setlocale(locale = "UTF-8")
#Sys.setlocale(category = "LC_ALL", locale = "chs")
#Sys.setlocale(category = "LC_ALL", locale = "UTF-8")
#Sys.setlocale(category = "LC_ALL", locale = "Chinese")
#Sys.setlocale(category = "LC_ALL", locale = "zh_CN.UTF-8")
Sys.setlocale("LC_ALL", "en_US.UTF-8")
## [1] "LC_CTYPE=en_US.UTF-8;LC_NUMERIC=C;LC_TIME=en_US.UTF-8;LC_COLLATE=en_US.UTF-8;LC_MONETARY=en_US.UTF-8;LC_MESSAGES=C;LC_PAPER=C;LC_NAME=C;LC_ADDRESS=C;LC_TELEPHONE=C;LC_MEASUREMENT=C;LC_IDENTIFICATION=C"
/* https://stackoverflow.com/a/66029010/3806250 */
h1 { color: #002C54; }
h2 { color: #2F496E; }
h3 { color: #375E97; }
h4 { color: #556DAC; }
h5 { color: #92AAC7; }

/* ----------------------------------------------------------------- */
/* https://gist.github.com/himynameisdave/c7a7ed14500d29e58149#file-broken-gradient-animation-less */
.hover01 {
  /* color: #FFD64D; */
  background: linear-gradient(155deg, #EDAE01 0%, #FFEB94 100%);
  transition: all 0.45s;
  &:hover{
    background: linear-gradient(155deg, #EDAE01 20%, #FFEB94 80%);
    }
  }

.hover02 {
  color: #FFD64D;
  background: linear-gradient(155deg, #002C54 0%, #4CB5F5 100%);
  transition: all 0.45s;
  &:hover{
    background: linear-gradient(155deg, #002C54 20%, #4CB5F5 80%);
    }
  }

.hover03 {
  color: #FFD64D;
  background: linear-gradient(155deg, #A10115 0%, #FF3C5C 100%);
  transition: all 0.45s;
  &:hover{
    background: linear-gradient(155deg, #A10115 20%, #FF3C5C 80%);
    }
  }
## https://stackoverflow.com/a/36846793/3806250
options(width = 999)
knitr::opts_chunk$set(class.source = 'hover01', class.output = 'hover02', class.error = 'hover03')

## Set the timezone but not change the datetime
Sys.setenv(TZ = 'Asia/Shanghai')
## options(knitr.table.format = 'html') will set all kableExtra tables to be 'html', otherwise need to set the parameter on every single table.
options(warn = -1, knitr.table.format = 'html')#, digits.secs = 6)

## https://stackoverflow.com/questions/39417003/long-vectors-not-supported-yet-abnor-in-rmd-but-not-in-r-script
knitr::opts_chunk$set(cache = TRUE, warning = FALSE, 
                      message = FALSE, cache.lazy = FALSE)



2.2 Setup

## Setup Options, Loading Required Libraries and Preparing Environment
## Loading the packages and setting adjustment
source('function/libs.R')



2.3 About Me

Title Details
Courtesy Name2 阿虎 (AHU / Tiger)
Pseudonym \(®γσ\)
Alais Name Ryusuke Kenji
Nickname Mr. Hu (Mr. 沪) / HuHu (浒湖) / AHU (阿沪) / FuZai (Cantonese: 富仔)
Date of Birth 1984-10-22
Age 37y 3m 24d
Mobile Phone Number 🇲🇾 +6-017-6482776
Mobile Phone Number 🇲🇾 +6-014-6082776
Mobile Phone Number 🇹🇼 +886-098-9104576
Mobile Phone Number 🇨🇳 +86-148-00318130
Mobile Phone Number 🇵🇭 +63-956-1935095
Mobile Phone Number 🇬🇧 +44-xxxxxxxxxx
Mobile Phone Number 🇭🇰 +852-57-004008
Email Address
Nationality Malaysian
Place of Birth Tanjong Karang, Selangor, Malaysia
Religion Buddha
Ancestral Home Chinese Fujian Yong Chun3
Mother Tongue Hokkien / Mandarin



2.4 Education

2.4.1 Nov-2021 to Present : Professional Certificate, Machine Learning for Trading Specialization; (Cousera - New York Institute of Finance )

  • 01 Course title : Introduction to Trading, Machine Learning & GCP
  • 02 Course title : Using Machine Learning in Trading and Finance
  • 03 Course title : Reinforcement Learning for Trading Strategies
  • Machine Learning for Trading Specialization
  • Github Repo : Coursera - Machine Learning for Trading


2.4.2 Dec-2021 to Present : Python and Statistics for Financial Analysis; (Cousera - The Hong Kong University of Science and Technology )


2.4.3 Oct-2018 to Nov-2021 : Professional Certificate, Mastering Software Development in ® Specialization; (Cousera - Johns Hopkins University (JHU) )


2.4.4 May-2021 to Jul-2021 : Professional Certificate, Machine Learning and Reinforcement Learning in Finance Specialization; (Cousera - New York University )


2.4.5 May-2021 to Jul-2021 : Professional Certificate, Bayesian Statistics Mixture Models; (Cousera - University of California )


2.4.6 Jan-2021 to Jan-2021 : Professional Certificate, Bioinformatics : Introduction and Methods; (Cousera - Peking University )


2.4.7 Apr-2016 to Jul-2019 Apr-2016 to Jun-2016 : Becholar Degree, Computer Science; (University of the People (UoP) )


2.4.8 Jun-2016 to Aug-2016 : Professional Certificate, Improving Business Finances and Operations Specialization; (Cousera - University of Illinois (UI) )


2.4.9 Apr-2016 to Aug-2016 : Professional Certificate, Data Mining Specialization; (Cousera - University of Illinois (UI) )


2.4.10 Apr-2014 to May-2016 : Professional Certificate, Data Science Specialization; (Cousera - Johns Hopkins University (JHU) )


2.4.11 Jun-2015 to Aug-2015 : Professional Certificate, Python for Everybody Specialization; (Cousera - University of Michigan (UM) )


2.4.12 XXX-2004 to XXX-2004 : Certified Accounting Technician (CAT) Qualification; (ACCA - PAAC Business Institute (PAAC) )


2.4.13 22-Dec-2002 to 29-Jun-2003 : Professional Certificate, Japanese Language Profeciency Test (JLPT); Home Tuition (JLPT - Japan Foundation and Japan Educational Exchanges and Services (JEES) ) and Japanese Language Society of Malaysia (JLSM)


2.4.14 11-Apr-2002 to May-2005 11-Apr-2002 to 11-Oct-2003 : Becholar Degree, Computer Science Combination A Stream (Major in Statistics); (TAR College (TARC) )

  • Freshman
  • Sophomore
  • Junior
  • Senior



2.5 Experience

2.5.1 Oct-2020 to Present : Online Financial Market, Founder and Owner;

  • Summary : Sςιβrοκεrs Trαdιηg®4 is a quantitative investment management company trading in global markets to produce high ROI for its investors by mathematical and statistical methods.
  • Job Task : Conducting R&D on statistical modelling, risk management and high frequency algorithmic trading in financial market etc and data analysis, will flight to China Mainland.


2.5.2 Nov-2019 to Jul-2020 : Online Gambling, Marketing Executive; (employed by Ali Lottery & YiHaoCai under Lefa (Oriental Group) )

  • Summary : Oriental Group is a Chinese business group.
  • Job Task : Work in Clark (Philippines) as an online marketing service executive (employed by Chinese and all Chinese but few foreigners) for half-year and then switch to be a data analyst in anti-fraud, products & P&L department.


2.5.3 Nov-2017 to May-2018 : Online Gambling, Customer Service; (employed by Aristocrat & Residence ) (2nd job employed by 7LiveAsia )

  • Job Task : Work in Sihanoukville (Cambodia) as a customer service executive in ALIFA Lottery (employed by Chinese and all Chinese and few Cambodians but our project mostly Malaysian) but some times need to handle anti-fraud for 5 months. 2nd job in Bavet (borderline between Cambodia & Vietnam) with 7LiveAsia with Indonesians for 1 month.


2.5.4 May-2016 to Dec-2016 : E-commerce, Customer Service; (employed by Manpower Human Resource Sdn Bhd and deployed by Mindpearl )

  • Job Task : Work in Subang Jaya (Malaysia) as a customer service executive in UOA Business Park 13A/14 floor Mindpearl office but handle Malaysia Airlines customers, need to handle Malaysia Airlines customers (mostly Asia Pacific, other branch handle European etc). General enquiry, new booking, booking amendment. Colleagues mostly Chinese, Malaysian, Japanese, Korean, American etc.


2.5.5 Oct-2015 to Jan-2016 : Online Gambling, Trader; (employed by Global Solution Sdn Bhd)

  • Summary : employ by Quah Kian Huei and work in 13A/14 floor Soho upstairs Tesco Old Klang Road, mostly collegues and bosses are Hong Kongnese, Eric‘s is Malaysian therefore long stay Malaysia, Kuan-Hao and Kuan-Keat always travelling Macao.
  • Job Task : Follow (Back) sportsbook punters’ bets, hedging and oppose (Lay) pathological gamblers, doing deposit transactions for China mainland customers.


2.5.6 May-2015 to Sep-2015 : Online Gambling, Customer Service; (employed by OneMedia Sdn Bhd)

  • Summary : Being KL SouthGate.
  • Job Task : Handling inbound and outbound calls, livechat, feedback, all deposit and withdrawal transactions.


2.5.7 Feb-2015 to Apr-2015 : E-commerce, Fraud Prevention; (employed by IdealSeed Resources Sdn Bhd and deployed by Apple Inc. )

  • Job Task : Working in Xerox office. Handling inbound and outbound calls, check and approve/reject customers’ ordered transactions.


2.5.8 Mar-2014 to Apr-2014 : E-commerce, Customer Service; (employed by FujiXerox )

  • Job Task : Handling inbound calls from Taiwanese customers’ orders, printers’ trading and maintenance.
  • JCKL membership


2.5.10 Sep-2013 to Nov-2013 : Pipeline Engineering, Customer Service; (employed by Getronics )

  • Summary : Work for Germans/Deutsche (Unsere Besten).
  • Job Task : Base in KL Sentral (Malaysia) business center, handle customers’ abroad (mostly Caucasians and few Chinese from US, Europe, Asia Pacific etc.) via calls and online tickets for pipeline construction and maintenance


2.5.11 Jul-2013 to Sep-2013 : Insurance, Telesales; (employed by AIA )

  • Summary : American Insurance Assurance
  • Job Task : An insurance telesales for outbound calls.


2.5.12 Nov-2012 to May-2013 : MASS Media, Broadcast Compliance Editor; (employed by UDrive Media Sdn Bhd )

  • Summary : TM is a bluechip company in Malaysia.
  • Job Task : Watching and filtering video streaming from abroad prior to play in our country. TM Bhd Telekom Malaysia project


2.5.13 Mar-2008 to Jul-2012 : Business Process Outsourcing (BPO) Company, Customer Service; (employed by Scicom (MSC) Bhd )


2.5.14 Jul-2006 to Jun-2007 : Online Gambling, Trainer ∩ Trader; (employed by Caspo Inc. )

  • Summary : Caspo is an online gaming group owned by Singaporean and Taiwanese, similar with Taiwanese Cinema 《黑金》(The Island of Greed).
  • Job Task : Provides training to newbies includes sportsbook trading and live scout. In charges to analyse the P&L reports of SB1 and SB2, need to trading as well, translate and also analysis job tasks.


2.5.15 Nov-2005 to Jul-2006 : Online Gambling, Team Leader ∩ Senior Trader; (employed by Telebiz Sdn Bhd )

  • Summary : Telebiz is an online gaming group with a sister company MG-SC which develop online gaming platform, owned by Malaysian and co-operate with Hong Kongnese, Australian etc
  • Job Task : Provides training to newbies on sportsbook trading purchasing stocks, update scores for bets financial settlement, writing training manuals. Handle live-matches on corners (includes R&D on the match odds), translate and also analysis job tasks (compare the market matches and odds price etc).


2.5.16 Jul-2005 to Oct-2005 : Online Financial Market, Trader ∩ Agent; (employed by Hexa Commerce Sdn Bhd cooperate with Prestigen Profits Limited )


2.5.17 Jul-2003 to Aug-2003 : Retailer, Grocery Store Staff; (employed by Tsukiji-Mart（築地マート）㊑ - The Japan Club of Kuala Lumpur (JCKL) )

  • Summary : Work for Japanese. All Japanese but few Malaysians, Japanese boss.
  • Job Task : Not only work as an indoor grocery store staff, coincident during Bon-Odori（盆踊り）festival and build a stall as hawker in Panasonic Stadium Shah Alam to sell Japanese cuisine foods.
  • JCKL membership


2.5.18 Jul-2003 to Jul-2003 : Food and Beverage, Waiter; (employed by Dynasty Hotel Kuala Lumpur )

  • Job Task : Front desk server / waiter in Tang Restaurant（唐宫）inside Hotel.


2.5.19 Nov-2001 to Apr-2002 : Food and Beverage, Waiter; (employed by Esquire Kitchen )

  • Summary : A Chinese cuisine chain restaurant with chef’s special Braised Pork Belly（东波肉） and Boneless Chicken Breast（宫保鸡丁） etc.
  • Job Task : Front desk server / waiter.



2.6 Technical Experience

2.6.1 Github Repo : Real Time FXCM

  • Intraday data collection, data streaming by using sparklyr etc.
  • High frequency algorithmic quantitative trading etc.
  • Statistical modelling, trading strategies, risk management etc.


2.6.2 Github Repo : Analysing Financial Report of ALI

  • Analyse the financial report of Ali lottery, includes the profit and loss of customers and products, customers’ consuming habit.


2.6.3 Github Repo : Analysing Financial Report of Bookmakers

  • Analyse the financial report and stock price of gambling public listed company.
  • Analyse the profit and loss of Singbet1 and Singbet2.


2.6.4 Github Repo : binary.com : Job Application - Quantitative Analyst

  • Backtest on financial betting products modelling, betting strategy and also the return of investment.
  • Backtest on application of ARIMA, Exponential Smoothing model, and couple GARCH series models for prediction and Kelly model for investment.
  • Imputation of missing value dataset and backtest on high frequency trading.


2.6.5 Github Repo : Betting Strategy and Model Validation

  • Using Selenium to gather soccer matches data via webdriver Phantomjs.
  • Natural language analysis on the scrapped livescore data to match the team names from firm A for automation soccer team name matching.
  • Application of different leverage parameters onto Kelly criterion for staking and backtest onto the Application of Kelly Criterion model in Sportsbook Investment.


2.6.6 Github Repo : Introducing ®Studio Server for Data Scientists

  • An tutorial for setup ®Studio server and shiny server on Linux CentOS 7.


2.6.7 Github Repo : Application of Kelly Criterion model in Sportsbook Investment


2.6.8 Github Repo : Dixon-Coles1996

  • Dixon & Coles 1996 soccer scores modelling.


2.6.9 Github Repo : WebDriver Dynamic Webpage Scrapping

  • Application of RSelenium and Python to scrape the odds price of sportbookmakers and also livescore data from 7M and NowGoal website as well as filter the odds price data.


2.6.10 Github Repo : Soccer League Web Scraping

  • Static webpage soccer scores scraping.


2.6.11 Github Repo : Odds Modelling and Testing Inefficiency of Sports-Bookmakers

  • Collect the livescore and also 1x2, Asian Handicap, Over Under odds price data of 29 sportsbookmakers manually from 500WAN, BET007 and NowGoal website and filter the odds price data from 2006 to 2011.
  • Apply dynamical weighted diagonal zero-inflated bivariate Poisson model in R to backtest the odds price modelling, betting strategy and also return of the investment.


2.6.12 体育统计学社区 (http://soccer.oksport.cn)

  • 2009 to 2013, Setup own professional sports odds modelling online forum 体育统计学社区 via 互动力量 but unfortunately banded by Chinese Online Police in year 2013 when I worked in AIA and open an ICBC bank account.

  • As a one-man-band forum, the sportsbook forum major in soccer sports but also get involve other casino, lottery and gaming. Shares own statistical modelling, some experiences and tactics of pro-gamblers, some statistical modelling, some statistical tools and programming language and coding, risk management, trading strategies, latest news of gambling industry, embed livescores, news bulletins, analyse and compare different bookmakers not only platforms’ but also operations’ and managements’ pros and cons (Art of War — Know thyself, ever-victorious), looking for like-minded friends. meanwhile, be the agent and affiliate partner of couple European and Asian bookmakers and advertise through some forums, email and QQ marketing etc.

  • Due to the forums no more (and I switched to financial market and won’t return to gambling industry), below figures are some archive.


2.6.13 Github Repo : Apply Poisson Regression on Sports Odds Modelling

  • Application of Poison model onto soccer sports odds modelling.



2.7 Skill

Skill and Expertise Rating Level (from newbie 1 to expert 10)
No Skill Level
1 ξconometrics 9
2 Quantitative Trading 9
3 ® Programming 9
4 MS Office 8
5 SQL 3
6 Python 4
7 Data Analysis 9
8 Customer Service 9
9 Sportsbook Industry 7
10 ®Studio Server 7
11 Statistics 6
12 Data Science 8
13 Shiny Web Application 8
14 Linux 🐧 OS 7
15 Web API 6
16 Sparklyr 2
17 Quantitative Analysis 8
18 Advanced ® 6
19 Modeltime / Tidyverts / Prophet 7
20 Tidyverse / Tidymodels 6
21 Tensorflow / Pytorch 2
22 Web Driver 4
23 FrontPage / Deploy WebSite 3
24 Photoshop / Picsart 5


2.8 Other / Miscellaneous

  • 2001/2002, First job introduced by ex-classmate Cecilia Teo Hue Yen to work as a waiter in 《大人餐厅》（Esquire Kitchen） being Klang Parade.
  • 2003, Studying Japanese language with home tuition class when the time as a computer science student in TARC, and attend the JLPT on Dec-2003.
  • 2003, Joined British Council as a member.
  • 2003, Inquiry and wanna studying the French language class with Alliance Francaise Kuala Lumpur (AFKL), and also German language with Goethe Institut Malaysia.
  • 2003 to 2005, Start trading in financial market with OSK Security Firm.
  • 2003 to 2005, Setup own company Starline Platation Ltd with brothers and neighbor, 4 persons/shareholders.
  • Dec-2003, An indoor salesman in a Singaporean owned Euroluce lighting shop in Mid-Valley for one month.
  • 2003 to 2005, Worked as a part time Chinese language home tuition teacher for Indians from Chinese primary school students in KL Ipoh Road 3rd miles behind HSBC.
  • 2003 to 2005, A waiter in Tang Restaurant（唐宫）inside Dynasty Hotel Kuala Lumpur .
  • 2003 to 2005, A vehicle salesman/engineer in KL Ipoh Road 5th miles / Kepong.
  • 2003 to 2005, A grocery store staff in Tsukiji-Mart（築地マート） - JCKL opposite Mid-Valley.
  • 2003 to 2005, Employed by my TARC’s classmate (best friend) Steven Chia Teck Chai5 as a cybercafe counter staff in Pyramid Computer Center at his hometown Sekinchan.
  • Feb-2006, When I working in Telebiz, study part time Korean language class in Ampang Korean Village, and learn Taekwondo at a Korean Martial Art center within the Ampang Korean Village area.
  • Jul-2006, When I working in Telebiz and went to Singapore to interview with Auyok Kim Tye and Auyok Kim Hwee in Sheraton Hotel lobby, few weeks later Auyok Kim Hwee rush to contact me to look for Amy who bought a ticket for me to flight to Phillipines, I flight to Philippines within few days without resignation.
  • Jul-2006 to Dec-2006, When I working in Caspo Inc, inquiry some Japanese language center and also Korean language center,and then register the advanced level — JLPT Level I at Japan Foundation Manila, and take the exam at Dela Salle University Manila in Dec-2006.
  • Jan-2007 to Apr 2007, Studying German language part time class at Goethe Institut Philippinen when I working in Caspo Inc, Manila.
  • Jul-2006 to Apr-2007, When I working in Caspo Inc, William Chen always invite me to learn Muay Thai (and also Japanese Aikido, Korean Hapkido) while the Thai Martial Art center being ground floor of office (PBCom Tower).
  • Aug-2007 to Mar-2008, Eldest brother setup a stall as hawker, work with brothers in a Carlsberg restaurant（大家乐小食中心）Equine Park, the owner of the restaurant is a Taiwanese lady.
  • 2009 to 2010, When I working in Scicom, start trading in United States and Hong Kong financial market with OSK security firm and also CIMB Singapore.
  • 2009 to 2010, When I working in Scicom, Jack Soh and me go to few Martial Art center and fitness center, I learn Chinese Martial Art (洪拳、长拳) at a Chinese Martial Art center being Serdang.
  • 2009 to 2010, When I working in Scicom, Big Sister YY姐 from Cari Forum introduce to work a part time actor（跑龙套当演员6）with MediaCorp and HVD.
  • 2009 to 2013, Setup own professional sports odds modelling online forum 体育统计学社区.
  • 2013, Setup owned RStudio server, learn web scrapping and flight to Taiwan for few months, and get a job as Forex trading agent but doesn’t due to some concerns.
  • Jul-2013 to Sep-2013, an AIA insurance telesales in Wisma AIA Ampang.
  • 01-Oct-2013, Register own company Sςιβrοκεrs Trαdιηg® (Official Website) when I am working in Getronics , colleagues Yap Lim Feng and Law Wei Him always chitchat about my jacket 财神挺台湾夜总会.
  • Nov-2013, One day, Mike Chong Yu Ming rush to contact and employ me, bought a air ticket for me, I flight to Hong Kong Kow Long within few days without resignation. Colleague Howie Song Kah Hoe always chitchat about my T-Shirt 当好人好累 — 老天有眼 when I work in SBet.
  • Mar-2014, Work with my eldest brother as a restaurant frontend/backend staff in Xing’s restaurant behind One Plaza Mall Kuala Selangor for one month before employed by FujiXerox on 31-Mar-2014).
  • 2014, Hunting for some online gaming jobs etc.
  • Dec-2014, Work as a telesales in Aqua Health Service water filter company in Taman University Seri Kembangan.
  • 2016, An outdoor salesman with Mybooks Publisher in Equine Park. Initially being Selangor and then move to Kedah state.
  • 2018, A restaurant frontend/backend server in Bakut-Teh restaurant behind Balakong Aeon Mall, work in other 2 branches as well (behind Aeon Mall Balakong, Subang Jaya in front of Help University, largest night market Cheras Tmn Connaught).
  • 2018, A chief of Bakut-Teh introduce me to work as a part-time kitchen staff in PTN Steamboat Restaurant（记德捞海鲜火锅食） opposite Balakong Aeon Mall, Cheras Selatan 118.
  • 2018, Work as a customer service in Golden-Royal（黄金城） Cambodia Sihanoukville, due to very dangerous and one day 2nd floor of hostel explode and few gunshots during lunch time, staffs escape to office and a fatty guy manager ask me to flight back Malaysia on spot.
  • 2018, employ by Bron Ong through facebook and work as an online casino dealer’s agent in Johor Bharu (clients being Cambodia Sihanoukville) for one month (the company wrongly doing accounting and audit, very dangerous but the boss don’t let me resign), resign and get back Selangor upon my mother’s death.
  • 10-Oct-2020, Register own company Sςιβrοκεrs Trαdιηg® (Official Website) again.

2003/2004, when the day I leaving Prestigen Profits Limited, the boss Thomas only say “哪里跌倒，哪里爬起来” (“Where do you fall, where do you get up”), that’s why learning econometrics nowadays.

Because of noted that George Soros’s mom know multilingual and there has a lot of advantages, I learnt Korean language, German language, French language.

Simons left academia in 1978 to start what became Renaissance Technologies, an early pioneer in quantitative, or model-based, trading, primarily in commodities and currencies; the Medallion Fund he managed there is one of the world’s most successful hedge funds. Forbes has listed him among the top 100 richest people in the world, and he has been called “the world’s smartest billionaire.”

James Simons7 is the successful investor in quantitative hedge fund whom we need to learn. I am currently learn to setup own quantitative hedge fund company Sςιβrοκεrs Trαdιηg® and using shiny to deploy a High-Frequency-Algorithmic-Auto-Trading-System. You are welcome to own yours by refer to my 安装®StudioとShiny服务器 . You are welcome to contact me at .

Kindly refer to my personal blogs for more information about me.



2.9 Social Network



3 Appendices


3.1 Documenting File Creation

It’s useful to record some information about how your file was created.

  • File creation date: 2015-10-12
  • File latest updated date: 2022-02-15
  • R version 4.1.2 (2021-11-01)
  • rmarkdown package version: 2.11
  • File version: 0.2.1
  • Author Profile: ®γσ, ξηg Lιαη Ημ
  • GitHub: Source Code
  • Additional session information
suppressMessages(require('formattable', quietly = TRUE))
suppressMessages(require('knitr', quietly = TRUE))
suppressMessages(require('kableExtra', quietly = TRUE))
suppressMessages(require('magittr', quietly = TRUE))
suppressMessages(require('devtools', quietly = TRUE))

sys1 <- session_info()$platform |> 
    unlist() |> 
    {\(.) data.frame(row.names = seq_along(.), 
                     Category = names(.), session_info = .)}()

sys2 <- data.frame(Sys.info()) |> 
    {\(.) data.frame(Category = row.names(.), Sys.info = .[,1])}()

#remarks, dim(sys1), dim(sys2)
if (nrow(sys1) == 11 & nrow(sys2) == 8) {
  sys2 <- sys2 |> 
    {\(.) rbind(., data.frame(
    Category = c('rmarkdown', 'rsconnect', 'Current time'), 
    Sys.info = c(as.character(getwd()), 
                 as.character(packageVersion('rsconnect')), 
                 paste(as.character(lubridate::now('Asia/Shanghai')), 'CST 🗺️'))))}()
  
} else if (nrow(sys1) == 10 & nrow(sys2) == 8) {
  sys1 <- rbind(sys1, data.frame(Category = '', session_info = ''))
  
  sys2 <- sys2 |> 
    {\(.) rbind(., data.frame(
    Category = c('rmarkdown', 'rsconnect', 'Current time'), 
    Sys.info = c(as.character(getwd()), 
                 as.character(packageVersion('rsconnect')), 
                 paste(as.character(lubridate::now('Asia/Shanghai')), 'CST 🗺️'))))}()
}

sys <- cbind(sys1, sys2) |> 
  {\(.) 
    kbl(., caption = 'Additional session information:')}() |> 
  {\(.) 
    kable_styling(., bootstrap_options = c('striped', 'hover', 'condensed', 'responsive'))}() |> 
  {\(.) 
    row_spec(., 0, background = 'DimGrey', color = 'yellow')}() |> 
  {\(.) 
    column_spec(., 1, background = 'CornflowerBlue', color = 'red')}() |> 
  {\(.) 
    column_spec(., 2, background = 'grey', color = 'black')}() |> 
  {\(.) 
    column_spec(., 3, background = 'CornflowerBlue', color = 'blue')}() |> 
  {\(.) 
    column_spec(., 4, background = 'grey', color = 'white')}() |> 
  {\(.) 
    row_spec(., 11, bold = TRUE, color = 'yellow', background = '#D7261E')}()

rm(sys1, sys2)
sys
Additional session information:
Category session_info Category Sys.info
version R version 4.1.2 (2021-11-01) sysname Linux
os Ubuntu 20.04.3 LTS release 5.16.8-051608-generic
system x86_64, linux-gnu version #202202101327-Ubuntu SMP PREEMPT Thu Feb 10 13:36:40 UTC 2022
ui X11 nodename ScibrokesTrading
language en machine x86_64
collate en_US.UTF-8 login englianhu
ctype en_US.UTF-8 user englianhu
tz Asia/Tokyo effective_user englianhu
date 2022-02-11 rmarkdown /home/englianhu/Documents/owner
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3.2 References



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  1. 此菜只应天上有，人间难得几回尝
    As fantastic/heavenly as this dish, it’s one in the million of a chance to have it made so exquisite and one in the million for you to have.↩︎

  2. 《叫阮的名》🎼 - 巫啟賢憶母之作
    【国学】古人的名、字、号……居然有这么多讲究
    古人的名、字、号的区别
    古人的名、字、号，有什么区别？
    古代人的“姓、名、字、号”用英文怎么翻译。还有“原名”“人称”“谥号”“别号”↩︎

  3. Tips: Ancient named 会稽郡（Kuaiji County）, now named 永春县（Yongchun County）.
    《史记·勾践世家》载，「夏帝少康之庶子无余封于会稽（现今浙江省绍兴市一带），为越国之始祖。」
    会稽人王充在《论衡·书虚篇》中引吴君高之语：「会稽本山名。夏禹巡狩，会计于此山，因以郡名，故曰会稽。」↩︎

  4. Sςιβrοκεrs Trαdιηg® (Official Website)
    Sςιβrοκεrs Trαdιηg® (GitHub)
    Sςιβrοκεrs Trαdιηg® (Facebook).↩︎

  5. There has a part of history before join sportsbook industry, but in financial market and entrepreneurship via 迟了一年，更新履历表 B4Telebiz (18-DEC-2021) (pdf copy).↩︎

  6. 咔，精神点，临时演员也是演员！
    「你知不知道因为不想死，浪费了多少秒、多少钱、多少片底、多少工作人员的时间和心血！换个专业的！」
    Unprofessional Hedge Fund (不够专业避险基金) : The Matrix - Dodge from bullets

    ［影视剪辑］精神点！临时演员也是演员！
    「听到没有？！这就是我经常对大家说的专业！」
    Expert / Professional Hedge Fund (专业避险基金) : The Matrix 0 and 1 - Pause the bullets↩︎

  7. How I Built The Best Trading Algorithm - Jim Simons and 传奇对冲基金之王:数学家西蒙斯 and Jim Simons THE MAN WHO SOLVED THE MARKET by Greg Zuckerman and “World’s Smartest Billionaire:” James Simons is Cal Alumnus of the Year for 2016↩︎